Overview
Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 6076546 |
| Missing cells | 170098 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 25 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 556.3 MiB |
| Average record size in memory | 96.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 1 |
| Dataset has 25 (< 0.1%) duplicate rows | Duplicates |
HauteurNeige is highly imbalanced (96.1%) | Imbalance |
HauteurNeige has 164016 (2.7%) missing values | Missing |
longitude_scaled is highly skewed (γ1 = -1120.809232) | Skewed |
latitude_scaled is highly skewed (γ1 = -123.3389005) | Skewed |
Precipitations has 5301734 (87.2%) zeros | Zeros |
y has 966127 (15.9%) zeros | Zeros |
Reproduction
| Analysis started | 2025-11-26 12:37:20.982742 |
|---|---|
| Analysis finished | 2025-11-26 12:40:23.309307 |
| Duration | 3 minutes and 2.33 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
total_count
Real number (ℝ)
| Distinct | 406 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.6860057 |
| Minimum | 1 |
|---|---|
| Maximum | 1669 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 4 |
| Q3 | 11 |
| 95-th percentile | 30 |
| Maximum | 1669 |
| Range | 1668 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 11.635925 |
|---|---|
| Coefficient of variation (CV) | 1.3396175 |
| Kurtosis | 170.83221 |
| Mean | 8.6860057 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 5.3306861 |
| Sum | 52780913 |
| Variance | 135.39475 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1532442 | |
| 2 | 695099 | |
| 3 | 455142 | 7.5% |
| 4 | 369557 | 6.1% |
| 5 | 309688 | 5.1% |
| 6 | 271329 | 4.5% |
| 7 | 236941 | 3.9% |
| 8 | 211716 | 3.5% |
| 9 | 186786 | 3.1% |
| 10 | 165888 | 2.7% |
| Other values (396) | 1641958 |
| Value | Count | Frequency (%) |
| 1 | 1532442 | |
| 2 | 695099 | |
| 3 | 455142 | 7.5% |
| 4 | 369557 | 6.1% |
| 5 | 309688 | 5.1% |
| 6 | 271329 | 4.5% |
| 7 | 236941 | 3.9% |
| 8 | 211716 | 3.5% |
| 9 | 186786 | 3.1% |
| 10 | 165888 | 2.7% |
| Value | Count | Frequency (%) |
| 1669 | 1 | |
| 1100 | 1 | |
| 1092 | 1 | |
| 848 | 1 | |
| 813 | 1 | |
| 775 | 1 | |
| 705 | 2 | |
| 664 | 1 | |
| 646 | 1 | |
| 637 | 1 |
longitude_scaled
Real number (ℝ)
Skewed
| Distinct | 12717 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99885337 |
| Minimum | 0 |
|---|---|
| Maximum | 0.99979883 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.99838996 |
| Q1 | 0.99858576 |
| median | 0.99885803 |
| Q3 | 0.99911666 |
| 95-th percentile | 0.99931586 |
| Maximum | 0.99979883 |
| Range | 0.99979883 |
| Interquartile range (IQR) | 0.0005309 |
Descriptive statistics
| Standard deviation | 0.0006641794 |
|---|---|
| Coefficient of variation (CV) | 0.00066494184 |
| Kurtosis | 1683633.4 |
| Mean | 0.99885337 |
| Median Absolute Deviation (MAD) | 0.00026227 |
| Skewness | -1120.8092 |
| Sum | 6069578.4 |
| Variance | 4.4113428 × 10-7 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.99889666 | 2581 | < 0.1% |
| 0.9988968 | 2492 | < 0.1% |
| 0.99846345 | 2440 | < 0.1% |
| 0.9993277 | 2248 | < 0.1% |
| 0.9988115 | 2160 | < 0.1% |
| 0.99846333 | 2092 | < 0.1% |
| 0.99847156 | 2058 | < 0.1% |
| 0.99891126 | 2039 | < 0.1% |
| 0.99870116 | 2007 | < 0.1% |
| 0.99873066 | 2003 | < 0.1% |
| Other values (12707) | 6054426 |
| Value | Count | Frequency (%) |
| 0 | 2 | < 0.1% |
| 0.9807776 | 396 | |
| 0.99211204 | 1 | < 0.1% |
| 0.99658656 | 1 | < 0.1% |
| 0.9978303 | 1 | < 0.1% |
| 0.9980856 | 1 | < 0.1% |
| 0.99812114 | 1 | < 0.1% |
| 0.99812204 | 1 | < 0.1% |
| 0.9981225 | 1 | < 0.1% |
| 0.9981258 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.99979883 | 1 | |
| 0.99979484 | 1 | |
| 0.9997946 | 1 | |
| 0.9997933 | 1 | |
| 0.99979246 | 2 | |
| 0.9997922 | 1 | |
| 0.99979013 | 1 | |
| 0.999786 | 1 | |
| 0.99978554 | 1 | |
| 0.9997846 | 1 |
latitude_scaled
Real number (ℝ)
Skewed
| Distinct | 17703 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.99611423 |
| Minimum | 0 |
|---|---|
| Maximum | 0.9998424 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.9957593 |
| Q1 | 0.99597406 |
| median | 0.9961518 |
| Q3 | 0.99636316 |
| 95-th percentile | 0.9966549 |
| Maximum | 0.9998424 |
| Range | 0.9998424 |
| Interquartile range (IQR) | 0.0003891 |
Descriptive statistics
| Standard deviation | 0.0080660005 |
|---|---|
| Coefficient of variation (CV) | 0.0080974654 |
| Kurtosis | 15227.905 |
| Mean | 0.99611423 |
| Median Absolute Deviation (MAD) | 0.0001913 |
| Skewness | -123.3389 |
| Sum | 6052933.9 |
| Variance | 6.5060364 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.9962913 | 1486 | < 0.1% |
| 0.9961167 | 1457 | < 0.1% |
| 0.9960932 | 1441 | < 0.1% |
| 0.9962912 | 1420 | < 0.1% |
| 0.9962603 | 1385 | < 0.1% |
| 0.99606013 | 1380 | < 0.1% |
| 0.99612767 | 1378 | < 0.1% |
| 0.99629104 | 1376 | < 0.1% |
| 0.99628717 | 1363 | < 0.1% |
| 0.99612063 | 1348 | < 0.1% |
| Other values (17693) | 6062512 |
| Value | Count | Frequency (%) |
| 0 | 4 | < 0.1% |
| 2.0394697 × 10-7 | 392 | |
| 0.012123221 | 2 | < 0.1% |
| 0.9851866 | 1 | < 0.1% |
| 0.9946649 | 1 | < 0.1% |
| 0.9948894 | 1 | < 0.1% |
| 0.99512726 | 1 | < 0.1% |
| 0.995459 | 1 | < 0.1% |
| 0.99552846 | 1 | < 0.1% |
| 0.99553305 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0.9998424 | 1 | |
| 0.99924845 | 1 | |
| 0.99854755 | 1 | |
| 0.99748063 | 1 | |
| 0.99747944 | 1 | |
| 0.99747854 | 1 | |
| 0.9974779 | 2 | |
| 0.99747765 | 1 | |
| 0.9974772 | 1 | |
| 0.9974744 | 1 |
Precipitations
Real number (ℝ)
Zeros
| Distinct | 39 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.11320633 |
| Minimum | 0 |
|---|---|
| Maximum | 23.6 |
| Zeros | 5301734 |
| Zeros (%) | 87.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.6 |
| Maximum | 23.6 |
| Range | 23.6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.57204083 |
|---|---|
| Coefficient of variation (CV) | 5.0530815 |
| Kurtosis | 641.92226 |
| Mean | 0.11320633 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 18.747545 |
| Sum | 687903.5 |
| Variance | 0.32723072 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5301734 | |
| 0.2 | 274241 | 4.5% |
| 0.4 | 114100 | 1.9% |
| 0.6 | 91353 | 1.5% |
| 0.8 | 58441 | 1.0% |
| 1.2 | 44881 | 0.7% |
| 1 | 36697 | 0.6% |
| 1.4 | 31257 | 0.5% |
| 1.8 | 23192 | 0.4% |
| 1.6 | 18518 | 0.3% |
| Other values (29) | 82132 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 5301734 | |
| 0.2 | 274241 | 4.5% |
| 0.4 | 114100 | 1.9% |
| 0.5 | 1629 | < 0.1% |
| 0.6 | 91353 | 1.5% |
| 0.8 | 58441 | 1.0% |
| 0.9 | 3397 | 0.1% |
| 1 | 36697 | 0.6% |
| 1.2 | 44881 | 0.7% |
| 1.3 | 3618 | 0.1% |
| Value | Count | Frequency (%) |
| 23.6 | 1310 | < 0.1% |
| 12.5 | 14 | < 0.1% |
| 9.8 | 1 | < 0.1% |
| 7.5 | 2076 | < 0.1% |
| 6.1 | 2302 | |
| 5.8 | 14 | < 0.1% |
| 5.5 | 4130 | |
| 5 | 1372 | < 0.1% |
| 4.9 | 5395 | |
| 4.6 | 1488 | < 0.1% |
HauteurNeige
Categorical
Imbalance Missing
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 164016 |
| Missing (%) | 2.7% |
| Memory size | 92.7 MiB |
| 0.0 | |
|---|---|
| 1.0 | 24853 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 5887677 | |
| 1.0 | 24853 | 0.4% |
| (Missing) | 164016 | 2.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 5887677 | |
| 1.0 | 24853 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 11800207 | |
| . | 5912530 | |
| 1 | 24853 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17737590 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11800207 | |
| . | 5912530 | |
| 1 | 24853 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17737590 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11800207 | |
| . | 5912530 | |
| 1 | 24853 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17737590 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 11800207 | |
| . | 5912530 | |
| 1 | 24853 | 0.1% |
Temperature
Real number (ℝ)
| Distinct | 356 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.201098 |
| Minimum | -3.6 |
|---|---|
| Maximum | 35.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 102814 |
| Negative (%) | 1.7% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | -3.6 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 10.5 |
| median | 14.5 |
| Q3 | 20.1 |
| 95-th percentile | 27.1 |
| Maximum | 35.3 |
| Range | 38.9 |
| Interquartile range (IQR) | 9.6 |
Descriptive statistics
| Standard deviation | 6.9353509 |
|---|---|
| Coefficient of variation (CV) | 0.45624012 |
| Kurtosis | -0.2081353 |
| Mean | 15.201098 |
| Median Absolute Deviation (MAD) | 4.7 |
| Skewness | 0.14761243 |
| Sum | 92370173 |
| Variance | 48.099092 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10.8 | 60945 | 1.0% |
| 10.5 | 56689 | 0.9% |
| 11.3 | 54808 | 0.9% |
| 11.5 | 54241 | 0.9% |
| 12.6 | 51145 | 0.8% |
| 11 | 50304 | 0.8% |
| 11.6 | 49256 | 0.8% |
| 11.7 | 49002 | 0.8% |
| 11.8 | 48087 | 0.8% |
| 11.2 | 47543 | 0.8% |
| Other values (346) | 5554526 |
| Value | Count | Frequency (%) |
| -3.6 | 2168 | < 0.1% |
| -2.8 | 2191 | < 0.1% |
| -2.4 | 1 | < 0.1% |
| -2.3 | 2183 | < 0.1% |
| -2.1 | 1825 | < 0.1% |
| -1.9 | 1903 | < 0.1% |
| -1.8 | 2223 | < 0.1% |
| -1.7 | 2149 | < 0.1% |
| -1.6 | 9803 | |
| -1.5 | 1828 | < 0.1% |
| Value | Count | Frequency (%) |
| 35.3 | 1807 | < 0.1% |
| 35.1 | 3739 | |
| 34.5 | 1561 | < 0.1% |
| 34.2 | 2145 | |
| 34 | 3109 | |
| 33.7 | 1315 | < 0.1% |
| 33.6 | 3541 | |
| 33.5 | 4896 | |
| 33.4 | 1995 | |
| 33.2 | 3531 |
ForceVent
Real number (ℝ)
| Distinct | 91 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 6082 |
| Missing (%) | 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.356024 |
| Minimum | 0 |
|---|---|
| Maximum | 10.5 |
| Zeros | 6796 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1.3 |
| Q1 | 2.2 |
| median | 3.2 |
| Q3 | 4.2 |
| 95-th percentile | 6 |
| Maximum | 10.5 |
| Range | 10.5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4861837 |
|---|---|
| Coefficient of variation (CV) | 0.4428406 |
| Kurtosis | 1.0465474 |
| Mean | 3.356024 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.81449841 |
| Sum | 20372623 |
| Variance | 2.208742 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.5 | 202662 | 3.3% |
| 2.9 | 187855 | 3.1% |
| 3.4 | 187748 | 3.1% |
| 3.2 | 174924 | 2.9% |
| 3.6 | 174599 | 2.9% |
| 2.2 | 173671 | 2.9% |
| 2.7 | 167548 | 2.8% |
| 2.8 | 166305 | 2.7% |
| 3.1 | 165259 | 2.7% |
| 2.4 | 158598 | 2.6% |
| Other values (81) | 4311295 |
| Value | Count | Frequency (%) |
| 0 | 6796 | 0.1% |
| 0.5 | 2239 | < 0.1% |
| 0.6 | 12839 | 0.2% |
| 0.7 | 14216 | 0.2% |
| 0.8 | 28004 | 0.5% |
| 0.9 | 34794 | |
| 1 | 46637 | |
| 1.1 | 54602 | |
| 1.2 | 73832 | |
| 1.3 | 76155 |
| Value | Count | Frequency (%) |
| 10.5 | 2137 | < 0.1% |
| 9.5 | 1863 | < 0.1% |
| 9.4 | 5787 | |
| 9.3 | 3458 | |
| 9.1 | 6084 | |
| 9 | 3837 | |
| 8.9 | 1681 | < 0.1% |
| 8.8 | 5429 | |
| 8.7 | 1459 | < 0.1% |
| 8.6 | 1814 | < 0.1% |
day_of_week
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5311963 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7065866 |
|---|---|
| Coefficient of variation (CV) | 0.48328849 |
| Kurtosis | -1.269461 |
| Mean | 3.5311963 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.01991001 |
| Sum | 21457477 |
| Variance | 2.9124377 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 1040088 | |
| 5 | 1029642 | |
| 4 | 1014603 | |
| 2 | 1014412 | |
| 3 | 1001851 | |
| 1 | 975950 |
| Value | Count | Frequency (%) |
| 1 | 975950 | |
| 2 | 1014412 | |
| 3 | 1001851 | |
| 4 | 1014603 | |
| 5 | 1029642 | |
| 6 | 1040088 |
| Value | Count | Frequency (%) |
| 6 | 1040088 | |
| 5 | 1029642 | |
| 4 | 1014603 | |
| 3 | 1001851 | |
| 2 | 1014412 | |
| 1 | 975950 |
month_of_year
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5621916 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 7 |
| Q3 | 10 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4636485 |
|---|---|
| Coefficient of variation (CV) | 0.52781886 |
| Kurtosis | -1.2131152 |
| Mean | 6.5621916 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.021910514 |
| Sum | 39875459 |
| Variance | 11.996861 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 569353 | |
| 10 | 538948 | |
| 8 | 531972 | |
| 7 | 529927 | |
| 4 | 519078 | |
| 3 | 517284 | |
| 9 | 514097 | |
| 1 | 505486 | |
| 6 | 484050 | |
| 2 | 478240 | |
| Other values (2) | 888111 |
| Value | Count | Frequency (%) |
| 1 | 505486 | |
| 2 | 478240 | |
| 3 | 517284 | |
| 4 | 519078 | |
| 5 | 450341 | |
| 6 | 484050 | |
| 7 | 529927 | |
| 8 | 531972 | |
| 9 | 514097 | |
| 10 | 538948 |
| Value | Count | Frequency (%) |
| 12 | 569353 | |
| 11 | 437770 | |
| 10 | 538948 | |
| 9 | 514097 | |
| 8 | 531972 | |
| 7 | 529927 | |
| 6 | 484050 | |
| 5 | 450341 | |
| 4 | 519078 | |
| 3 | 517284 |
hour
Real number (ℝ)
| Distinct | 14 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.25794 |
| Minimum | 6 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 6 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 9 |
| median | 12 |
| Q3 | 15 |
| 95-th percentile | 17 |
| Maximum | 19 |
| Range | 13 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.17769 |
|---|---|
| Coefficient of variation (CV) | 0.25923524 |
| Kurtosis | -1.1580699 |
| Mean | 12.25794 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.052604212 |
| Sum | 74485937 |
| Variance | 10.097714 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9 | 598697 | |
| 14 | 596622 | |
| 8 | 594690 | |
| 10 | 584009 | |
| 11 | 565575 | |
| 13 | 560183 | |
| 15 | 550682 | |
| 16 | 510814 | |
| 12 | 491668 | |
| 17 | 488246 | |
| Other values (4) | 535360 |
| Value | Count | Frequency (%) |
| 6 | 525 | < 0.1% |
| 7 | 329269 | |
| 8 | 594690 | |
| 9 | 598697 | |
| 10 | 584009 | |
| 11 | 565575 | |
| 12 | 491668 | |
| 13 | 560183 | |
| 14 | 596622 | |
| 15 | 550682 |
| Value | Count | Frequency (%) |
| 19 | 1969 | < 0.1% |
| 18 | 203597 | 3.4% |
| 17 | 488246 | |
| 16 | 510814 | |
| 15 | 550682 | |
| 14 | 596622 | |
| 13 | 560183 | |
| 12 | 491668 | |
| 11 | 565575 | |
| 10 | 584009 |
y
Real number (ℝ)
Zeros
| Distinct | 4411 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.50239407 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 966127 |
| Zeros (%) | 15.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 92.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.19444445 |
| median | 0.46153846 |
| Q3 | 1 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0.80555555 |
Descriptive statistics
| Standard deviation | 0.36835769 |
|---|---|
| Coefficient of variation (CV) | 0.73320468 |
| Kurtosis | -1.3985008 |
| Mean | 0.50239407 |
| Median Absolute Deviation (MAD) | 0.32640333 |
| Skewness | 0.14810964 |
| Sum | 3052820.7 |
| Variance | 0.13568739 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 1617569 | |
| 0 | 966127 | |
| 0.5 | 458986 | 7.6% |
| 0.33333334 | 262398 | 4.3% |
| 0.6666667 | 196996 | 3.2% |
| 0.25 | 169952 | 2.8% |
| 0.2 | 115972 | 1.9% |
| 0.4 | 111653 | 1.8% |
| 0.75 | 103116 | 1.7% |
| 0.6 | 81599 | 1.3% |
| Other values (4401) | 1992178 |
| Value | Count | Frequency (%) |
| 0 | 966127 | |
| 0.007246377 | 1 | < 0.1% |
| 0.007936508 | 1 | < 0.1% |
| 0.008695652 | 1 | < 0.1% |
| 0.009009009 | 1 | < 0.1% |
| 0.00952381 | 1 | < 0.1% |
| 0.009615385 | 1 | < 0.1% |
| 0.009708738 | 1 | < 0.1% |
| 0.01 | 2 | < 0.1% |
| 0.010416667 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 1617569 | |
| 0.99908423 | 1 | < 0.1% |
| 0.9985816 | 1 | < 0.1% |
| 0.998452 | 1 | < 0.1% |
| 0.99841523 | 1 | < 0.1% |
| 0.99834985 | 1 | < 0.1% |
| 0.99826086 | 1 | < 0.1% |
| 0.9982206 | 1 | < 0.1% |
| 0.99821746 | 1 | < 0.1% |
| 0.9981203 | 1 | < 0.1% |
Interactions
Correlations
| ForceVent | HauteurNeige | Precipitations | Temperature | day_of_week | hour | latitude_scaled | longitude_scaled | month_of_year | total_count | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| ForceVent | 1.000 | 0.094 | 0.115 | -0.154 | -0.001 | 0.143 | -0.003 | 0.001 | 0.066 | 0.002 | -0.009 |
| HauteurNeige | 0.094 | 1.000 | 0.006 | 0.283 | 0.095 | 0.037 | 0.000 | 0.000 | 0.209 | 0.001 | 0.003 |
| Precipitations | 0.115 | 0.006 | 1.000 | -0.152 | 0.025 | 0.045 | -0.000 | 0.001 | 0.052 | 0.001 | 0.001 |
| Temperature | -0.154 | 0.283 | -0.152 | 1.000 | 0.001 | 0.067 | 0.004 | -0.006 | -0.296 | -0.020 | 0.026 |
| day_of_week | -0.001 | 0.095 | 0.025 | 0.001 | 1.000 | -0.007 | -0.004 | 0.000 | 0.002 | 0.006 | 0.003 |
| hour | 0.143 | 0.037 | 0.045 | 0.067 | -0.007 | 1.000 | -0.013 | -0.005 | 0.020 | -0.011 | 0.010 |
| latitude_scaled | -0.003 | 0.000 | -0.000 | 0.004 | -0.004 | -0.013 | 1.000 | 0.319 | 0.004 | -0.060 | 0.080 |
| longitude_scaled | 0.001 | 0.000 | 0.001 | -0.006 | 0.000 | -0.005 | 0.319 | 1.000 | 0.004 | -0.023 | 0.061 |
| month_of_year | 0.066 | 0.209 | 0.052 | -0.296 | 0.002 | 0.020 | 0.004 | 0.004 | 1.000 | 0.002 | -0.089 |
| total_count | 0.002 | 0.001 | 0.001 | -0.020 | 0.006 | -0.011 | -0.060 | -0.023 | 0.002 | 1.000 | -0.295 |
| y | -0.009 | 0.003 | 0.001 | 0.026 | 0.003 | 0.010 | 0.080 | 0.061 | -0.089 | -0.295 | 1.000 |
Missing values
Sample
| total_count | longitude_scaled | latitude_scaled | Precipitations | HauteurNeige | Temperature | ForceVent | day_of_week | month_of_year | hour | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0.998417 | 0.996118 | 0.0 | 0.0 | 14.6 | 2.5 | 3 | 4 | 8 | 0.000000 |
| 1 | 35 | 0.999222 | 0.996000 | 0.0 | 0.0 | 22.4 | 3.1 | 5 | 3 | 13 | 0.228571 |
| 2 | 3 | 0.998371 | 0.996309 | 1.8 | 0.0 | 11.7 | 3.3 | 4 | 10 | 8 | 1.000000 |
| 3 | 1 | 0.998804 | 0.996343 | 0.0 | 0.0 | 28.6 | 2.6 | 4 | 2 | 16 | 0.000000 |
| 4 | 2 | 0.999126 | 0.996417 | 0.0 | 0.0 | 9.6 | 3.2 | 3 | 9 | 18 | 0.500000 |
| 5 | 1 | 0.999129 | 0.996507 | 0.0 | 1.0 | 1.5 | 3.7 | 4 | 7 | 11 | 0.000000 |
| 6 | 8 | 0.999256 | 0.996620 | 0.0 | 0.0 | 11.5 | 5.1 | 3 | 5 | 12 | 0.250000 |
| 7 | 9 | 0.999009 | 0.996438 | 0.4 | 0.0 | 15.2 | 2.6 | 2 | 11 | 15 | 0.111111 |
| 8 | 20 | 0.998997 | 0.995835 | 0.0 | 0.0 | 23.3 | 6.6 | 5 | 4 | 17 | 0.400000 |
| 9 | 1 | 0.998862 | 0.996701 | 0.0 | 0.0 | 8.9 | 4.5 | 3 | 10 | 10 | 0.000000 |
| total_count | longitude_scaled | latitude_scaled | Precipitations | HauteurNeige | Temperature | ForceVent | day_of_week | month_of_year | hour | y | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 6076536 | 10 | 0.998913 | 0.996504 | 0.0 | 0.0 | 18.6 | 3.2 | 4 | 10 | 13 | 0.500000 |
| 6076537 | 12 | 0.999048 | 0.996213 | 0.0 | 0.0 | 10.5 | 1.0 | 5 | 6 | 12 | 0.416667 |
| 6076538 | 9 | 0.998844 | 0.996267 | 0.0 | 0.0 | 18.5 | 3.4 | 4 | 8 | 15 | 0.333333 |
| 6076539 | 33 | 0.998334 | 0.996007 | 0.0 | 0.0 | 12.2 | 5.0 | 4 | 8 | 8 | 0.242424 |
| 6076540 | 13 | 0.998325 | 0.996223 | 0.0 | 0.0 | 8.5 | 2.8 | 4 | 6 | 15 | 0.846154 |
| 6076541 | 9 | 0.998397 | 0.996100 | 0.0 | 0.0 | -0.3 | 2.3 | 5 | 7 | 18 | 0.444444 |
| 6076542 | 55 | 0.998655 | 0.996093 | 0.0 | 0.0 | 17.0 | 6.0 | 6 | 12 | 10 | 0.090909 |
| 6076543 | 9 | 0.999200 | 0.996001 | 0.0 | 0.0 | 11.5 | 5.1 | 3 | 5 | 12 | 0.333333 |
| 6076544 | 14 | 0.998374 | 0.996076 | 0.0 | 0.0 | 13.6 | 3.5 | 4 | 11 | 7 | 0.357143 |
| 6076545 | 1 | 0.999249 | 0.996604 | 0.0 | 0.0 | 18.0 | 2.5 | 4 | 10 | 11 | 1.000000 |
Duplicate rows
Most frequently occurring
| total_count | longitude_scaled | latitude_scaled | Precipitations | HauteurNeige | Temperature | ForceVent | day_of_week | month_of_year | hour | y | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0.998366 | 0.996221 | 0.0 | 0.0 | 7.8 | 0.8 | 3 | 6 | 13 | 1.0 | 2 |
| 1 | 1 | 0.998395 | 0.996261 | 0.0 | 0.0 | 22.6 | 1.9 | 4 | 2 | 8 | 0.0 | 2 |
| 2 | 1 | 0.998463 | 0.996021 | 0.0 | 0.0 | 1.4 | 2.2 | 6 | 7 | 12 | 1.0 | 2 |
| 3 | 1 | 0.998487 | 0.996210 | 0.0 | 1.0 | 1.5 | 3.7 | 4 | 7 | 11 | 1.0 | 2 |
| 4 | 1 | 0.998534 | 0.995800 | 0.0 | 0.0 | 19.5 | 4.1 | 4 | 12 | 11 | 0.0 | 2 |
| 5 | 1 | 0.998682 | 0.996103 | 0.0 | 0.0 | 20.8 | 2.4 | 3 | 1 | 11 | 0.0 | 2 |
| 6 | 1 | 0.998716 | 0.996175 | 5.5 | 0.0 | 17.3 | 1.6 | 2 | 12 | 7 | 1.0 | 2 |
| 7 | 1 | 0.998738 | 0.996296 | 0.0 | 0.0 | 6.0 | 3.1 | 3 | 5 | 9 | 1.0 | 2 |
| 8 | 1 | 0.998753 | 0.995869 | 0.2 | 0.0 | 13.0 | 1.7 | 6 | 11 | 12 | 0.0 | 2 |
| 9 | 1 | 0.998785 | 0.996277 | 0.0 | 0.0 | 19.2 | 2.6 | 6 | 11 | 10 | 0.0 | 2 |